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ccSVM: correcting Support Vector Machines for confounding factors in biological data classification

Motivation: Classifying biological data into different groups is a central task of bioinformatics: for instance, to predict the function of a gene or protein, the disease state of a patient or the phenotype of an individual based on its genotype. Support Vector Machines are a wide spread approach fo...

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Detalhes bibliográficos
Main Authors: Li, Limin, Rakitsch, Barbara, Borgwardt, Karsten
Formato: Artigo
Idioma:Inglês
Publicado em: Oxford University Press 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3117385/
https://ncbi.nlm.nih.gov/pubmed/21685091
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/bioinformatics/btr204
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